First Open-Source Industry-Specific Model for Semiconductors
rdf semantic-web owl ontology artificial-intelligence knowledge-graph semiconductor semiconductor-manufacturing llm domain-specific-llm
- Updated
- Python
#
semiconductor-manufacturing
Here are 16 public repositories matching this topic...
We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.
machine-learning computer-vision data-analysis pattern-recognition lithography multilabel-classification semiconductor-manufacturing wafermap defect-detection visual-transformer defect-classification yeild wafer-defects yeild-opimization mixed-type-data-classification mixedwm38
- Updated
- Jupyter Notebook
Lithography defect prediction for microchip manufacturing optimization with machine learning model
machine-learning data-analysis lithography semiconductor-manufacturing defect-detection yeild yeild-opimization
- Updated
- Jupyter Notebook
Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physical Design, Process and Yield Optimization"
- Updated
- Jupyter Notebook
Data-Driven Optimization of Semiconductor Processes and Forecasting
python data-science data machine-learning ai deep-learning tensorflow keras ml data-visualization pytorch artificial-intelligence manufacturing prophet semiconductor semiconductors semiconductor-manufacturing
- Updated
- Jupyter Notebook
Czochralski Apparatus for Modeling Efficient Lattice growth
- Updated
- SWIG
Semiconductor Process Control (ECE6455-A) @ Georgia Institute of Technology, Atlanta, GA, USA
linear-regression pca-analysis gatech importance-sampling process-control semiconductor-manufacturing taguchi-design-of-experiments factorial-design fractional-factorial-design multivariate-adaptive-regression-splines semiconductor-process-control ece6455
- Updated
- Jupyter Notebook
Mask-aware wafer defect classification using a DenseNet-based CNN with explicit geometry masking and Grad-CAM explainability.
computer-vision deep-learning grad-cam cnn pytorch densenet explainable-ai semiconductor-manufacturing wafer-map wafer-defect-detection
- Updated
- Jupyter Notebook
# Casimir Ultra-Smooth Fabrication Platform (Research)
uncertainty-quantification nanofabrication digital-twin semiconductor-manufacturing quantum-devices real-time-control casimir-force precision-manufacturing quantum-manufacturing quantum-positioning manufacturing-readiness commercial-deployment
- Updated
- Python
klayout square array of auto-labeled alignment marks
- Updated
- Python
High-fidelity process simulation dashboard built in Python. Features include Deal-Grove thermal oxidation (calibrated to BYU standards), Gaussian ion implantation profiling, and selective etch rate modeling with real-time cross-sectional visualization.
python mathematics fabrication semiconductor-physics mathematical-modelling vlsi semiconductor wafer cleanroom microelectronics semiconductor-manufacturing streamlit wafer-defects wafer-testing wafer-health fabrication-tools
- Updated
- Python
Calculating semiconductor chip yield against defect density using a Monte Carlo simulation is a common approach to assess the impact of defects on chip manufacturing. In this simulation, we'll randomly generate defect locations and evaluate chip yield based on specified criteria.
- Updated
- Jupyter Notebook
Micron AI Challenge 2025
- Updated
- Jupyter Notebook
A Minecraft mod adding realistic semiconductor manufacturing.
- Updated
- Java
Improve this page
Add a description, image, and links to the semiconductor-manufacturing topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the semiconductor-manufacturing topic, visit your repo's landing page and select "manage topics."